Gaussian Processes with Errors in Variables: Theory and Computation

Shuang Zhou, Debdeep Pati, Tianying Wang +2

Covariate measurement error in nonparametric regression is a common problem in nutritional epidemiology and geostatistics, and other fields. Over the last two decades, this problem…